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Model Selection on LOVM VLM Zoo original
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0.498
R_S Score
SWAB
0.12464
0.22157
0.3185
0.41543
Mar 20, 2024
R_S Score
Kendall's Tau
R_S + Tau Composite Score
Updated 4d ago
Evaluation Results
Method
Method
Links
R_S Score
Kendall's Tau
R_S + Tau Composite Score
SWAB
type=Model selection p...
2024.03
0.498
0.31
0.808
ModelGPT
type=Model selection p...
2024.03
0.446
0.272
0.718
INB
type=Model selection p...
2024.03
0.443
0.267
0.71
Avg Rank
type=Model selection p...
2024.03
0.443
0.261
0.704
NCE
type=Model selection p...
2024.03
0.235
0
0.235
LogME
type=Model selection p...
2024.03
0.2
-0.014
0.186
H-Score
type=Model selection p...
2024.03
0.183
0
0.183
LEEP
type=Model selection p...
2024.03
0.139
0.014
0.153
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